ICCV 2017

621 papers

Unsupervised Learning of Object Landmarks by Factorized Spatial Embeddings

James Thewlis, Hakan Bilen, Andrea Vedaldi

StackGAN: Text to Photo-Realistic Image Synthesis With Stacked Generative Adversarial Networks

Han Zhang, Tao Xu, hongsheng Li, Shaoting Zhang, Xiaogang Wang

Representation Learning by Learning to Count

Mehdi Noroozi, Hamed Pirsiavash, Paolo Favaro

One Network to Solve Them All -- Solving Linear Inverse Problems Using Deep Projection Models

J. H. Rick Chang, Chun-Liang Li, Barnabás Póczos, B. V. K. Vijaya Kumar, Aswin C. Sankaranarayanan

Deep Adaptive Image Clustering

Jianlong Chang, Lingfeng Wang, GAOFENG MENG, SHIMING XIANG, Chunhong Pan

Scale Recovery for Monocular Visual Odometry Using Depth Estimated With Deep Convolutional Neural Fields

Xiaochuan Yin, Xiangwei Wang, Xiaoguo Du, Qijun Chen

Semi-Global Weighted Least Squares in Image Filtering

Wei Liu, Xiaogang Chen, Chuanhua Shen, Zhi Liu, jie Yang

GPLAC: Generalizing Vision-Based Robotic Skills Using Weakly Labeled Images

Avi Singh, Larry Yang, Sergey Levine

The "Something Something" Video Database for Learning and Evaluating Visual Common Sense

Raghav Goyal, Samira Ebrahimi Kahou, Vincent Michalski, Joanna Materzynska, Susanne Westphal

Learning Action Recognition Model From Depth and Skeleton Videos

Hossein Rahmani, Mohammed Bennamoun

Tube Convolutional Neural Network (T-CNN) for Action Detection in Videos

Rui Hou, Chen Chen, Mubarak Shah

TORNADO: A Spatio-Temporal Convolutional Regression Network for Video Action Proposal

Hongyuan Zhu, Romain Vial, Shijian Lu

Localizing Moments in Video With Natural Language

Lisa Anne Hendricks, Oliver Wang, Eli Shechtman, Josef Sivic, Trevor Darrell

Temporal Context Network for Activity Localization in Videos

Xiyang Dai, Bharat Singh, Guyue Zhang, Larry S. Davis, Yan Qiu Chen

R-C3D: Region Convolutional 3D Network for Temporal Activity Detection

Huijuan Xu, Abir Das, Kate Saenko

Joint Prediction of Activity Labels and Starting Times in Untrimmed Videos

Tahmida Mahmud, Mahmudul Hasan, Amit K. Roy-Chowdhury

Adversarial Examples Detection in Deep Networks With Convolutional Filter Statistics

Xin Li, Fuxin Li

Learning Bag-Of-Features Pooling for Deep Convolutional Neural Networks

Nikolaos Passalis, Anastasios Tefas

Deep Scene Image Classification With the MFAFVNet

Yunsheng Li, Mandar Dixit, Nuno Vasconcelos

Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization

Kamran Ghasedi Dizaji, Amirhossein Herandi, Cheng Deng, Weidong Cai, Heng Huang

Interpretable Transformations With Encoder-Decoder Networks

Daniel E. Worrall, Stephan J. Garbin, Daniyar Turmukhambetov, Gabriel J. Brostow

Unified Deep Supervised Domain Adaptation and Generalization

Saeid Motiian, Marco Piccirilli, Donald A. Adjeroh, Gianfranco Doretto

Semantic Image Synthesis via Adversarial Learning

Hao Dong, Simiao Yu, Chao Wu, Yike Guo

Efficient Low Rank Tensor Ring Completion

Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron

Semi Supervised Semantic Segmentation Using Generative Adversarial Network

Nasim Souly, Concetto Spampinato, Mubarak Shah

3DCNN-DQN-RNN: A Deep Reinforcement Learning Framework for Semantic Parsing of Large-Scale 3D Point Clouds

Fangyu Liu, Shuaipeng Li, Liqiang Zhang, Chenghu Zhou, Rongtian Ye

Training Deep Networks to Be Spatially Sensitive

Nicholas Kolkin, Eli Shechtman, Gregory Shakhnarovich

Deep Functional Maps: Structured Prediction for Dense Shape Correspondence

Or Litany, Tal Remez, Emanuele Rodolà, Alex Bronstein, Michael Bronstein

Image2song: Song Retrieval via Bridging Image Content and Lyric Words

Xuelong Li, Di Hu, Xiaoqiang lu

Scene Categorization With Spectral Features

Salman H. Khan, Munawar Hayat, Fatih Porikli

Flip-Invariant Motion Representation

Takumi Kobayashi

Scaling the Scattering Transform: Deep Hybrid Networks

Edouard Oyallon, Eugene Belilovsky, Sergey Zagoruyko

HashNet: Deep Learning to Hash by Continuation

ZHANGJIE CAO, Mingsheng Long, Jianmin Wang, Philip S. Yu

Human Pose Estimation Using Global and Local Normalization

Ke Sun, Cuiling Lan, Junliang Xing, Wenjun Zeng, Dong Liu

Understanding and Mapping Natural Beauty

Scott Workman, Richard Souvenir, Nathan Jacobs

Video Scene Parsing With Predictive Feature Learning

Xiaojie Jin, Xin Li, Huaxin Xiao, Xiaohui Shen, Zhe Lin

Semantic Jitter: Dense Supervision for Visual Comparisons via Synthetic Images

Aron Yu, Kristen Grauman

Soft-NMS -- Improving Object Detection With One Line of Code

Navaneeth Bodla, Bharat Singh, Rama Chellappa, Larry S. Davis

Deep Spatial-Semantic Attention for Fine-Grained Sketch-Based Image Retrieval

Jifei Song, Qian Yu, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales

Deeper, Broader and Artier Domain Generalization

Da Li, Yongxin Yang, Yi-Zhe Song, Timothy M. Hospedales

Learning Spatio-Temporal Representation With Pseudo-3D Residual Networks

Zhaofan Qiu, Ting Yao, Tao Mei

Long Short-Term Memory Kalman Filters: Recurrent Neural Estimators for Pose Regularization

Huseyin Coskun, Felix Achilles, Robert DiPietro, Nassir Navab, Federico Tombari

Offline Handwritten Signature Modeling and Verification Based on Archetypal Analysis

Elias N. Zois, Ilias Theodorakopoulos, George Economou

A Discriminative View of MRF Pre-Processing Algorithms

Chen Wang, Charles Herrmann, Ramin Zabih

Non-Rigid Object Tracking via Deformable Patches Using Shape-Preserved KCF and Level Sets

Xin Sun, Ngai-Man Cheung, Hongxun Yao, Yiluan Guo

Parallel Tracking and Verifying: A Framework for Real-Time and High Accuracy Visual Tracking

Heng Fan, Haibin Ling

Monocular Video-Based Trailer Coupler Detection Using Multiplexer Convolutional Neural Network

Yousef Atoum, Joseph Roth, Michael Bliss, Wende Zhang, Xiaoming Liu

Saliency Pattern Detection by Ranking Structured Trees

LEI ZHU, Haibin Ling, Jin Wu, Huiping Deng, Jin Liu

Recurrent Color Constancy

Yanlin Qian, Ke Chen, Jarno Nikkanen, Joni-Kristian Kämäräinen, Jiri Matas

PanNet: A Deep Network Architecture for Pan-Sharpening

Junfeng Yang, Xueyang Fu, Yuwen Hu, Yue Huang, Xinghao Ding

Pixel Recursive Super Resolution

Ryan Dahl, Mohammad Norouzi, Jonathon Shlens

Realistic Dynamic Facial Textures From a Single Image Using GANs

Kyle Olszewski, Zimo Li, Chao Yang, Yi Zhou, Ronald Yu

Face Sketch Matching via Coupled Deep Transform Learning

Shruti Nagpal, Maneet Singh, Richa Singh, Mayank Vatsa, Afzel Noore

Range Loss for Deep Face Recognition With Long-Tailed Training Data

Xiao Zhang, Zhiyuan Fang, Yandong Wen, Zhifeng Li, Yu Qiao

Multi-Scale Deep Learning Architectures for Person Re-Identification

Xuelin Qian, Yanwei Fu, Yu-Gang Jiang, Tao Xiang, Xiangyang Xue

Intrinsic 3D Dynamic Surface Tracking Based on Dynamic Ricci Flow and Teichmuller Map

Xiaokang Yu, Na Lei, Yalin Wang, Xianfeng Gu

RGB-Infrared Cross-Modality Person Re-Identification

Ancong Wu, Wei-Shi Zheng, Hong-Xing Yu, Shaogang Gong, Jianhuang Lai

Estimating Defocus Blur via Rank of Local Patches

Guodong Xu, Yuhui Quan, Hui Ji

Reflectance Capture Using Univariate Sampling of BRDFs

Zhuo Hui, Kalyan Sunkavalli, Joon-Young Lee, Sunil Hadap, Jian Wang

A Lightweight Single-Camera Polarization Compass With Covariance Estimation

Wolfgang Sturzl

Deltille Grids for Geometric Camera Calibration

Hyowon Ha, Michal Perdoch, Hatem Alismail, In So Kweon, Yaser Sheikh

Camera Calibration by Global Constraints on the Motion of Silhouettes

Gil Ben-Artzi

Submodular Trajectory Optimization for Aerial 3D Scanning

Mike Roberts, Debadeepta Dey, Anh Truong, Sudipta Sinha, Shital Shah

Refractive Structure-From-Motion Through a Flat Refractive Interface

Francois Chadebecq, Francisco Vasconcelos, George Dwyer, Rene Lacher, Sébastien Ourselin

Editable Parametric Dense Foliage From 3D Capture

Gaurav Chaurasia, Paul Beardsley

Convolutional Dictionary Learning via Local Processing

Vardan Papyan, Yaniv Romano, Jeremias Sulam, Michael Elad

Active Decision Boundary Annotation With Deep Generative Models

Miriam Huijser, Jan C. van Gemert

End-To-End Face Detection and Cast Grouping in Movies Using Erdos-Renyi Clustering

SouYoung Jin, Hang Su, Chris Stauffer, Erik Learned-Miller

TALL: Temporal Activity Localization via Language Query

Jiyang Gao, Chen Sun, Zhenheng Yang, Ram Nevatia

Learning From Video and Text via Large-Scale Discriminative Clustering

Antoine Miech, Jean-Baptiste Alayrac, Piotr Bojanowski, Ivan Laptev, Josef Sivic

DeepSetNet: Predicting Sets With Deep Neural Networks

S. Hamid Rezatofighi, Vijay Kumar B G, Anton Milan, Ehsan Abbasnejad, Anthony Dick

Towards End-To-End Text Spotting With Convolutional Recurrent Neural Networks

Hui Li, Peng Wang, Chunhua Shen

Quantitative Evaluation of Confidence Measures in a Machine Learning World

Matteo Poggi, Fabio Tosi, Stefano Mattoccia

Learning 3D Object Categories by Looking Around Them

David Novotny, Diane Larlus, Andrea Vedaldi

Learning Multi-Attention Convolutional Neural Network for Fine-Grained Image Recognition

Heliang Zheng, Jianlong Fu, Tao Mei, Jiebo Luo

3D Graph Neural Networks for RGBD Semantic Segmentation

Xiaojuan Qi, Renjie Liao, Jiaya Jia, Sanja Fidler, Raquel Urtasun

BIER - Boosting Independent Embeddings Robustly

Michael Opitz, Georg Waltner, Horst Possegger, Horst Bischof

Weakly-Supervised Learning of Visual Relations

Julia Peyre, Josef Sivic, Ivan Laptev, Cordelia Schmid

What Is Around the Camera?

Stamatios Georgoulis, Konstantinos Rematas, Tobias Ritschel, Mario Fritz, Tinne Tuytelaars

Personalized Cinemagraphs Using Semantic Understanding and Collaborative Learning

Tae-Hyun Oh, Kyungdon Joo, Neel Joshi, Baoyuan Wang, In So Kweon

Spatiotemporal Modeling for Crowd Counting in Videos

Feng Xiong, Xingjian SHI, Dit-Yan Yeung

Dynamic Label Graph Matching for Unsupervised Video Re-Identification

Mang Ye, Andy J. Ma, Liang Zheng, Jiawei Li, Pong C. Yuen

A Multilayer-Based Framework for Online Background Subtraction With Freely Moving Cameras

Yizhe Zhu, Ahmed Elgammal

Moving Object Detection in Time-Lapse or Motion Trigger Image Sequences Using Low-Rank and Invariant Sparse Decomposition

Moein Shakeri, Hong Zhang

A Multimodal Deep Regression Bayesian Network for Affective Video Content Analyses

Quan Gan, Shangfei Wang, Longfei Hao, Qiang Ji

Dense and Low-Rank Gaussian CRFs Using Deep Embeddings

Siddhartha Chandra, Nicolas Usunier, Iasonas Kokkinos

Nonparametric Variational Auto-Encoders for Hierarchical Representation Learning

Prasoon Goyal, Zhiting Hu, Xiaodan Liang, Chenyu Wang, Eric P. Xing

Unsupervised Object Segmentation in Video by Efficient Selection of Highly Probable Positive Features

Emanuela Haller, Marius Leordeanu

Focusing Attention: Towards Accurate Text Recognition in Natural Images

Zhanzhan Cheng, Fan Bai, Yunlu Xu, Gang Zheng, Shiliang Pu

AutoDIAL: Automatic DomaIn Alignment Layers

Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulò

ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression

Jian-Hao Luo, Jianxin Wu, Weiyao Lin

Rotation Equivariant Vector Field Networks

Diego Marcos, Michele Volpi, Nikos Komodakis, Devis Tuia

Segmentation-Aware Convolutional Networks Using Local Attention Masks

Adam W. Harley, Konstantinos G. Derpanis, Iasonas Kokkinos

Multimodal Gaussian Process Latent Variable Models With Harmonization

Guoli Song, Shuhui Wang, Qingming Huang, Qi Tian

Tensor RPCA by Bayesian CP Factorization With Complex Noise

Qiong Luo, Zhi Han, Xi'ai Chen, Yao Wang, Deyu Meng

Sparse Exact PGA on Riemannian Manifolds

Monami Banerjee, Rudrasis Chakraborty, Baba C. Vemuri

Self-Organized Text Detection With Minimal Post-Processing via Border Learning

Yue Wu, Prem Natarajan

The Mapillary Vistas Dataset for Semantic Understanding of Street Scenes

Gerhard Neuhold, Tobias Ollmann, Samuel Rota Bulò, Peter Kontschieder

RDFNet: RGB-D Multi-Level Residual Feature Fusion for Indoor Semantic Segmentation

Seong-Jin Park, Ki-Sang Hong, Seungyong Lee

Exploiting Spatial Structure for Localizing Manipulated Image Regions

Jawadul H. Bappy, Amit K. Roy-Chowdhury, Jason Bunk, Lakshmanan Nataraj, B. S. Manjunath